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Στοχαστικός Προγραμματισμός Στόχων×Στιβαρός Προγραμματισμός Στόχων×
ΠεδίοΠροσομοίωσηΠροσομοίωση
ΟικογένειαProcess / pipelineProcess / pipeline
Έτος προέλευσης19681961 (GP); 1990s (robust extension)
ΔημιουργόςContini, B. (building on Charnes & Cooper's chance-constrained programming)Charnes, A. & Cooper, W. W. (goal programming); Mulvey, J. M. et al. (robust optimization framework)
ΤύποςStochastic multi-goal optimizationMathematical programming under uncertainty
Θεμελιώδης πηγήContini, B. (1968). A stochastic approach to goal programming. Operations Research, 16(3), 576–586. DOI ↗Charnes, A., Cooper, W. W. (1961). Management Models and Industrial Applications of Linear Programming. Wiley, New York. ISBN: 9780471155041
Εναλλακτικές ονομασίεςSGP, Stochastic GP, Chance-Constrained Goal Programming, Probabilistic Goal ProgrammingRGP, Goal Programming under Uncertainty, Robust GP, Uncertainty-Aware Goal Programming
Συναφείς65
ΣύνοψηStochastic Goal Programming (SGP) extends classical goal programming to handle uncertainty in goal targets, constraint coefficients, or right-hand-side parameters. By incorporating probabilistic constraints and stochastic objective components, it finds solutions that satisfy multiple goals at acceptable probability levels, making it suitable for decision problems where data are inherently uncertain or variable.Robust Goal Programming (RGP) extends classical goal programming to handle uncertain or ambiguous model parameters. Instead of minimizing deviations from crisp targets, it seeks solutions that remain feasible and near-optimal across a range of plausible scenarios or uncertain data realizations. RGP is particularly valuable in planning problems where goals are aspirational and input data carries inherent variability or estimation error.
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ScholarGateΣύγκριση μεθόδων: Stochastic Goal Programming · Robust goal programming. Ανακτήθηκε στις 2026-06-15 από https://scholargate.app/el/compare